Dessan/ru_custom_new_model

Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

Feature	Description
Name	ru_custom_new_model
Version	0.0.1
spaCy	>=3.7.0,<3.8.0
Default Pipeline	tok2vec, morphologizer, parser, attribute_ruler, lemmatizer, ner
Components	tok2vec, morphologizer, parser, senter, attribute_ruler, lemmatizer, ner
Vectors	500002 keys, 500002 unique vectors (300 dimensions)
Sources	n/a
License	MIT
Author	Dessan

Label Scheme

View label scheme (905 labels for 3 components)

Component	Labels
morphologizer	Case=Nom|Degree=Pos|Number=Plur|POS=ADJ, Animacy=Anim|Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, `Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Tense=Pa>

Accuracy

Type	Score
TOKEN_ACC	99.68
TOKEN_P	97.28
TOKEN_R	98.31
TOKEN_F	97.79
POS_ACC	98.93
MORPH_ACC	97.49
MORPH_MICRO_P	98.97
MORPH_MICRO_R	98.30
MORPH_MICRO_F	98.64
SENTS_P	99.87
SENTS_R	99.85
SENTS_F	99.86
DEP_UAS	96.22
DEP_LAS	95.12
TAG_ACC	98.93
LEMMA_ACC	0.00
ENTS_P	95.24
ENTS_R	95.35
ENTS_F	95.30